Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max
rf 0.9642470 0.9131463 0.9947639 0.9647807
bt 0.9577465 0.8450326 0.9860239 0.9438422
maxnet 0.6197183 0.9317018 0.7710501 0.4566020
gam NA NA NA 0.4454598
glm NA NA NA 0.4340037

Variable Importance